Worked on the DataScience-ArtificialIntelligence/OOPsJava repository to enhance documentation-driven onboarding and maintainability. Focused on establishing a standardized README convention, the developer clarified naming conventions and folder structures for algorithms and datasets, ensuring each folder contains one algorithm and one dataset. This approach reduced ambiguity between single- and multi-algorithm scenarios and provided clear guidance for new contributors. Using Markdown and Git, the work included correcting documentation errors and adding onboarding resources, resulting in improved project organization. The changes laid a scalable foundation for future development, enabling faster integration of new team members and supporting maintainable growth within the project.